SOTAVerified

Fairness

Papers

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Showing 1301–1325 of 5676 papers

TitleStatusHype
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity—0
Simultaneous Unlearning of Multiple Protected User Attributes From Variational Autoencoder Recommenders Using Adversarial TrainingCode0
FairStream: Fair Multimedia Streaming Benchmark for Reinforcement Learning AgentsCode0
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions—0
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation—0
Modelling of Economic Implications of Bias in AI-Powered Health Emergency Response Systems—0
Exploring Welfare Maximization and Fairness in Participatory Budgeting—0
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI—0
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs—0
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment—0
Most Swiss-system tournaments are unfair: Evidence from chess—0
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation—0
From Efficiency to Equity: Measuring Fairness in Preference Learning—0
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification—0
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages—0
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints—0
FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive LearningCode0
Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
Large Language Models Still Exhibit Bias in Long Text—0
Learning Fair and Preferable Allocations through Neural Network—0
Revealing Hidden Bias in AI: Lessons from Large Language Models—0
Revisiting Technical Bias Mitigation Strategies—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Trustworthy XAI and Application—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified